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Awesome face landmark

Compare face landmark - dlib, caffe, others..


SSD with face-alignment result



Processing time

Test image size : 720x404

Detector : opencv dnn(caffe import) - resnet-SSD

Landmarker


Detector resize image
ocv-dnn : 300x300

Test on Intel i7-6700K & GTX1080.

TO BE ADDED


Test on MacBook pro retina 2014 mid.

TO BE ADDED


Requirements

  • Python 3.6
  • OpenCV 3.4.0.14 (option: build from src with highgui)
  • scipy
  • Dlib 19.13
  • pytorch 0.4.0

Usage

First, install libs

pip install opencv-contrib-python
pip install torch
pip install dlib
pip install scipy

Second, check run-time for each algorithm.

T.B.A


Reference

T.B.A

opencv caffe based dnn (res-ssd)

dlib

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Compare methods of face landmarks

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